This study identified CYP1B1 and TNFAIP6 as important targets for IDD, developed a predictive nomogram, and explored the application of TCM herbal formulae, providing new insights into the clinical treatment and prescription development of IDD. Here, TNFAIP6 is linked to intervertebral disk degenerative disorder.